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Data Science and Applications (DataSCI) is an international peer-reviewed (refereed) journal which publishes original and quality research articles in the field of Data Science and its applications.DataSCI is published twice per year online. In ‘The Future of Data Analysis’, he pointed to the existence of an as We have discussed principal component analysis, data reduction, and pseudo-inverse matrices in section 2. 50 years of Data Science David Donoho Sept. 18, 2015 Version 1.00 Abstract More than 50 years ago, John Tukey called for a reformation of academic statistics. High-dimensional probability provides vital theoretical tools for applications in data science. 3.1. is published twice per year online. From In data science this is commonly quantified in the range of 0 to 1 where 0 means we are certain this will not occur and 1 means we are certain it will occur. 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